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mattpocock/to-prd

mattpocock

to-prd

Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.

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New~739
v2.0Saved Jun 28, 2026

This skill takes the current conversation context and codebase understanding and produces a PRD. Do NOT interview the user — just synthesize what you already know.

The issue tracker and triage label vocabulary should have been provided to you — run /setup-matt-pocock-skills if not.

Process

  1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the PRD, and respect any ADRs in the area you're touching.

  2. Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one.

Check with the user that these seams match their expectations.

  1. Write the PRD using the template below, then publish it to the project issue tracker. Apply the ready-for-agent triage label - no need for additional triage.

Problem Statement

The problem that the user is facing, from the user's perspective.

Solution

The solution to the problem, from the user's perspective.

User Stories

A LONG, numbered list of user stories. Each user story should be in the format of:

  1. As an , I want a , so that

This list of user stories should be extremely extensive and cover all aspects of the feature.

Implementation Decisions

A list of implementation decisions that were made. This can include:

  • The modules that will be built/modified
  • The interfaces of those modules that will be modified
  • Technical clarifications from the developer
  • Architectural decisions
  • Schema changes
  • API contracts
  • Specific interactions

Do NOT include specific file paths or code snippets. They may end up being outdated very quickly.

Exception: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it within the relevant decision and note briefly that it came from a prototype. Trim to the decision-rich parts — not a working demo, just the important bits.

Testing Decisions

A list of testing decisions that were made. Include:

  • A description of what makes a good test (only test external behavior, not implementation details)
  • Which modules will be tested
  • Prior art for the tests (i.e. similar types of tests in the codebase)

Out of Scope

A description of the things that are out of scope for this PRD.

Further Notes

Any further notes about the feature.

Files1
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Overall Score

76/100

Grade

B

Good

Safety

80

Quality

72

Clarity

78

Completeness

70

Summary

The "to-prd" skill synthesizes the current conversation and project context into a Product Requirements Document and publishes it to the issue tracker. It does not interview the user—instead, it leverages existing discussion and codebase understanding to automatically generate a comprehensive PRD following a structured template, then applies triage labels and posts it to the project's issue tracking system.

Detected Capabilities

conversation analysiscodebase explorationrepository understandingissue tracker API accessmarkdown generationproject context synthesis

Trigger Keywords

Phrases that MCP clients use to match this skill to user intent.

generate prd from discussionconvert conversation to prdpublish feature requirementscreate issue tracker prdsynthesize feature spec

Risk Signals

INFO

Direct issue tracker API access without documented authentication or validation

Process step 3
INFO

External service integration (issue tracker) requires prior setup command

Process overview

Use Cases

  • Convert conversation to issue tracker PRD
  • Synthesize feature requirements from discussion
  • Generate PRD without separate interview step
  • Publish PRD with triage labels
  • Document implementation and testing decisions
  • Archive feature planning as issue

Quality Notes

  • Clear template structure with well-defined sections (Problem, Solution, User Stories, Implementation Decisions, Testing Decisions, Out of Scope, Further Notes)
  • Good guidance on avoiding implementation details (no specific file paths or outdated code snippets) while allowing decision-relevant prototypes
  • Explicitly recommends preferring existing test seams over creating new ones, showing architectural awareness
  • Prerequisite dependency (`/setup-matt-pocock-skills`) is documented, reducing setup friction
  • User validation step for testing seams is included, encouraging feedback before synthesis
  • Instruction to use domain glossary vocabulary and respect ADRs shows respect for project conventions
  • Could benefit from clarification on how conversation context is extracted and which parts are prioritized in synthesis
  • No explicit handling documented for edge cases (empty conversation, contradictory discussion points, ambiguous requirements)
Model: claude-haiku-4-5-20251001Analyzed: Jun 28, 2026

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Version History

  1. v2.0

    Contract changed: description

    ✦ AIShifts focus from module design to testing seams; skips triage step and allows code prototypes in PRD.

    triggering2026-06-28

    Latest
  2. v1.0

    2026-05-02

    Initial version

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